Project-Guidance
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Kushal997-das
Title: Want to add Some Classification models using NLTK can classify various things and can be brought into practice.
Is your proposal related to a problem? Please describe.
Yes. Classification of various things is a great problem, Also, this will guide beginners to NLP and various data handling techniques.
Add any other context or screenshots about the proposal request here.
No response
The creation of a Naive Bayes classifier for SMS spam detection ensures the effective application of data preparation techniques, model selection, and evaluation methodologies. With coaching, the individual may negotiate the intricacies of preprocessing stages such as text cleaning, tokenization, and feature extraction to ensure that the data is appropriately standardized and optimized for classification. Furthermore, guidance helps to select the best model for the task by taking into account elements such as dataset features and project objectives, as well as minimizing concerns such as overfitting using proper validation approaches. Expert help makes it easier to interpret data and make informed judgments about model upgrades or revisions. Finally, project guidance offers the required direction and oversight to properly manage resources and meet the project's objectives of establishing an accurate and comprehensive SMS spam detection system.